The sunlight streaming through the window seemed to mock Clara. She found herself picking at the loose threads on her worn-out jeans, a nervous habit she hadn't indulged in years. The air in the room felt thick, oppressive. She’d come back from her shift at the coffee shop to find her room neat. Too neat. Almost sterile. Her usually messy desk was pristine, and her journal, the one she meticulously hid under her mattress, was lying innocently on top. A cold wave washed over her; there was no way it could be an accident.

Emotion: puzzled

Cluster: Surprise / Confusion
PC1 (Valence): -1.17 Negative
PC2 (Disposition): -0.25

Role in Research

This story is one of 1,000 stories generated for the emotion puzzled. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 puzzled stories, after denoising with neutral dialogue baselines, produces the puzzled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the puzzled vector is projected through the unembedding matrix.

Promoted:
que0.453
🤔0.421
🤔0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232